Shared Latent Dynamical Model for Human Tracking from Videos.
Minglei TongYuncai LiuPublished in: MCAM (2007)
Keyphrases
- human tracking
- dynamical model
- latent space
- human motion
- gaussian process
- subject specific
- latent variables
- video sequences
- video frames
- autoregressive
- human actions
- gaussian processes
- dimensionality reduction
- scene structure
- low dimensional
- matrix factorization
- manifold learning
- video surveillance
- dynamic scenes
- appearance model
- human detection
- tracking framework
- moving objects
- high dimensional
- monocular images
- spatio temporal
- motion estimation
- particle filter
- rigid motion
- lower dimensional
- motion capture
- d scene
- moving camera